Comprehensive comparison of convergence performance of optimization algorithms based on nonparametric statistical tests

• Main Authors: Suganthan, P. N., Zhao, Shi-Zheng.
• Other Authors: School of Electrical and Electronic Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2013
• Subjects: DRNTU::Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/84518; http://hdl.handle.net/10220/12040
• Institution: Nanyang Technological University

In evolutionary computation, statistical tests are commonly used to improve the comparative evaluation process of the performance of different algorithms. In this paper, three state-of-the-art Differential Evolution (DE) based algorithms, namely Dynamic Memetic Differential Evolution (MOS), Self-ada...